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Evolving spatio-temporal data machines based on the NeuCube neuromorphic framework: Design methodology and selected applications

Nikola Kasabov, Nathan Matthew Scott, Enmei Tu, Stefan Marks, Neelava Sengupta, Elisa Capecci, Muhaini Othman, Maryam Gholami Doborjeh, Norhanifah Murli, Reggio Hartono, Josafath Israel Espinosa-Ramos, Lei Zhou (+8 others)
2016 Neural Networks  
A framework for building eSTDM called NeuCube along with a design methodology for building eSTDM using it is presented.  ...  The paper describes a new type of evolving connectionist systems (ECOS) called evolving spatio-temporal data machines based on neuromorphic, brain-like information processing principles (eSTDM).  ...  Related papers, data, and software systems can be found at http:// www.kedri.aut.ac.nz and http://ncs.ethz/projects/ evospike/, where a NeuCube simulator can be downloaded free for use in research and  ... 
doi:10.1016/j.neunet.2015.09.011 pmid:26576468 fatcat:hytvg4eekjfazd4244z3o6cmdu